Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.comnet.2009.03.004
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dc.titleFundamental calculus on generalized stochastically bounded bursty traffic for communication networks
dc.contributor.authorJiang, Y.
dc.contributor.authorYin, Q.
dc.contributor.authorLiu, Y.
dc.contributor.authorJiang, S.
dc.date.accessioned2014-06-17T02:50:44Z
dc.date.available2014-06-17T02:50:44Z
dc.date.issued2009-08-13
dc.identifier.citationJiang, Y., Yin, Q., Liu, Y., Jiang, S. (2009-08-13). Fundamental calculus on generalized stochastically bounded bursty traffic for communication networks. Computer Networks 53 (12) : 2011-2021. ScholarBank@NUS Repository. https://doi.org/10.1016/j.comnet.2009.03.004
dc.identifier.issn13891286
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/56101
dc.description.abstractSince many applications and networks do not require or provide deterministic service guarantees, stochastic service guarantee analysis is becoming increasingly important and has attracted a lot of research attention in recent years. For this, several stochastic versions of deterministic traffic models have been proposed in the literature. Unlike previous stochastic models that are based on the traffic amount property of an input process, we present another stochastic model, generalized Stochastically Bounded Burstiness (gSBB), which is based on the virtual backlog property of the input process. We show the advantages of this approach. We study the superposition of gSBB traffic, and set up the input-output relation. Under various service disciplines, we characterize the output process for each source and investigate probabilistic upper bound on delay. Finally, we introduce a stochastic ordering monotonicity property of gSBB. With this property, we show that many well-known traffic models can be readily represented using the proposed gSBB model. These results set up the basis for a network calculus for gSBB traffic. © 2009 Elsevier B.V. All rights reserved.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1016/j.comnet.2009.03.004
dc.sourceScopus
dc.subjectGeneralized Stochastically Bounded Burstiness (gSBB)
dc.subjectNetwork calculus
dc.subjectStochastic service guarantees
dc.typeArticle
dc.contributor.departmentELECTRICAL & COMPUTER ENGINEERING
dc.description.doi10.1016/j.comnet.2009.03.004
dc.description.sourcetitleComputer Networks
dc.description.volume53
dc.description.issue12
dc.description.page2011-2021
dc.description.codenCNETD
dc.identifier.isiut000268415700004
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